LICENSE
README.md
pyproject.toml
fitz_ai/__init__.py
fitz_ai.egg-info/PKG-INFO
fitz_ai.egg-info/SOURCES.txt
fitz_ai.egg-info/dependency_links.txt
fitz_ai.egg-info/entry_points.txt
fitz_ai.egg-info/requires.txt
fitz_ai.egg-info/top_level.txt
fitz_ai/api/__init__.py
fitz_ai/api/app.py
fitz_ai/api/dependencies.py
fitz_ai/api/error_handlers.py
fitz_ai/api/models/__init__.py
fitz_ai/api/models/schemas.py
fitz_ai/api/routes/__init__.py
fitz_ai/api/routes/collections.py
fitz_ai/api/routes/health.py
fitz_ai/api/routes/query.py
fitz_ai/backends/__init__.py
fitz_ai/backends/local_llm/__init__.py
fitz_ai/backends/local_llm/chat.py
fitz_ai/backends/local_llm/embedding.py
fitz_ai/backends/local_llm/rerank.py
fitz_ai/backends/local_llm/runtime.py
fitz_ai/backends/local_vector_db/__init__.py
fitz_ai/backends/local_vector_db/config.py
fitz_ai/backends/local_vector_db/pgvector.py
fitz_ai/backends/local_vector_db/runtime.py
fitz_ai/cli/__init__.py
fitz_ai/cli/cli.py
fitz_ai/cli/context.py
fitz_ai/cli/utils.py
fitz_ai/cli/commands/__init__.py
fitz_ai/cli/commands/collections.py
fitz_ai/cli/commands/config.py
fitz_ai/cli/commands/eval.py
fitz_ai/cli/commands/init.py
fitz_ai/cli/commands/init_config.py
fitz_ai/cli/commands/init_detector.py
fitz_ai/cli/commands/init_models.py
fitz_ai/cli/commands/init_wizard.py
fitz_ai/cli/commands/query.py
fitz_ai/cli/commands/reset.py
fitz_ai/cli/commands/serve.py
fitz_ai/cli/services/__init__.py
fitz_ai/cli/services/init_service.py
fitz_ai/cli/ui/__init__.py
fitz_ai/cli/ui/console.py
fitz_ai/cli/ui/display.py
fitz_ai/cli/ui/engine_selection.py
fitz_ai/cli/ui/output.py
fitz_ai/cli/ui/progress.py
fitz_ai/cli/ui/prompts.py
fitz_ai/cloud/__init__.py
fitz_ai/cloud/cache_key.py
fitz_ai/cloud/client.py
fitz_ai/cloud/config.py
fitz_ai/cloud/crypto.py
fitz_ai/code/__init__.py
fitz_ai/code/indexer.py
fitz_ai/code/prompts.py
fitz_ai/code/retriever.py
fitz_ai/config/__init__.py
fitz_ai/config/loader.py
fitz_ai/core/__init__.py
fitz_ai/core/answer.py
fitz_ai/core/answer_mode.py
fitz_ai/core/chunk.py
fitz_ai/core/config.py
fitz_ai/core/config_base.py
fitz_ai/core/conflicts.py
fitz_ai/core/constants.py
fitz_ai/core/constraints.py
fitz_ai/core/detect.py
fitz_ai/core/document.py
fitz_ai/core/engine.py
fitz_ai/core/exceptions.py
fitz_ai/core/firstrun.py
fitz_ai/core/http.py
fitz_ai/core/instrumentation.py
fitz_ai/core/knowledge.py
fitz_ai/core/math.py
fitz_ai/core/platform.py
fitz_ai/core/provenance.py
fitz_ai/core/query.py
fitz_ai/core/registry.py
fitz_ai/core/timeouts.py
fitz_ai/core/utils.py
fitz_ai/core/paths/__init__.py
fitz_ai/core/paths/cache.py
fitz_ai/core/paths/config.py
fitz_ai/core/paths/ingestion.py
fitz_ai/core/paths/plugins.py
fitz_ai/core/paths/storage.py
fitz_ai/core/paths/workspace.py
fitz_ai/engines/__init__.py
fitz_ai/engines/fitz_krag/__init__.py
fitz_ai/engines/fitz_krag/engine.py
fitz_ai/engines/fitz_krag/query_analyzer.py
fitz_ai/engines/fitz_krag/runtime.py
fitz_ai/engines/fitz_krag/types.py
fitz_ai/engines/fitz_krag/config/__init__.py
fitz_ai/engines/fitz_krag/config/default.yaml
fitz_ai/engines/fitz_krag/config/schema.py
fitz_ai/engines/fitz_krag/context/__init__.py
fitz_ai/engines/fitz_krag/context/assembler.py
fitz_ai/engines/fitz_krag/context/compressor.py
fitz_ai/engines/fitz_krag/generation/__init__.py
fitz_ai/engines/fitz_krag/generation/synthesizer.py
fitz_ai/engines/fitz_krag/ingestion/__init__.py
fitz_ai/engines/fitz_krag/ingestion/enricher.py
fitz_ai/engines/fitz_krag/ingestion/import_graph_store.py
fitz_ai/engines/fitz_krag/ingestion/pipeline.py
fitz_ai/engines/fitz_krag/ingestion/raw_file_store.py
fitz_ai/engines/fitz_krag/ingestion/schema.py
fitz_ai/engines/fitz_krag/ingestion/section_store.py
fitz_ai/engines/fitz_krag/ingestion/symbol_store.py
fitz_ai/engines/fitz_krag/ingestion/table_store.py
fitz_ai/engines/fitz_krag/ingestion/strategies/__init__.py
fitz_ai/engines/fitz_krag/ingestion/strategies/base.py
fitz_ai/engines/fitz_krag/ingestion/strategies/go.py
fitz_ai/engines/fitz_krag/ingestion/strategies/java.py
fitz_ai/engines/fitz_krag/ingestion/strategies/python_code.py
fitz_ai/engines/fitz_krag/ingestion/strategies/technical_doc.py
fitz_ai/engines/fitz_krag/ingestion/strategies/typescript.py
fitz_ai/engines/fitz_krag/progressive/__init__.py
fitz_ai/engines/fitz_krag/progressive/builder.py
fitz_ai/engines/fitz_krag/progressive/manifest.py
fitz_ai/engines/fitz_krag/progressive/parsed_cache.py
fitz_ai/engines/fitz_krag/progressive/worker.py
fitz_ai/engines/fitz_krag/retrieval/__init__.py
fitz_ai/engines/fitz_krag/retrieval/expander.py
fitz_ai/engines/fitz_krag/retrieval/multihop.py
fitz_ai/engines/fitz_krag/retrieval/ranker.py
fitz_ai/engines/fitz_krag/retrieval/reader.py
fitz_ai/engines/fitz_krag/retrieval/reranker.py
fitz_ai/engines/fitz_krag/retrieval/router.py
fitz_ai/engines/fitz_krag/retrieval/table_handler.py
fitz_ai/engines/fitz_krag/retrieval/strategies/__init__.py
fitz_ai/engines/fitz_krag/retrieval/strategies/agentic_search.py
fitz_ai/engines/fitz_krag/retrieval/strategies/base.py
fitz_ai/engines/fitz_krag/retrieval/strategies/chunk_fallback.py
fitz_ai/engines/fitz_krag/retrieval/strategies/code_search.py
fitz_ai/engines/fitz_krag/retrieval/strategies/llm_code_search.py
fitz_ai/engines/fitz_krag/retrieval/strategies/section_search.py
fitz_ai/engines/fitz_krag/retrieval/strategies/table_search.py
fitz_ai/evaluation/__init__.py
fitz_ai/evaluation/dashboard.py
fitz_ai/evaluation/logger.py
fitz_ai/evaluation/models.py
fitz_ai/evaluation/schema.py
fitz_ai/evaluation/stats.py
fitz_ai/evaluation/benchmarks/__init__.py
fitz_ai/evaluation/benchmarks/beir.py
fitz_ai/evaluation/benchmarks/fitz_gov.py
fitz_ai/evaluation/benchmarks/rgb.py
fitz_ai/governance/__init__.py
fitz_ai/governance/decider.py
fitz_ai/governance/governor.py
fitz_ai/governance/instructions.py
fitz_ai/governance/protocol.py
fitz_ai/governance/constraints/__init__.py
fitz_ai/governance/constraints/aspect_classifier.py
fitz_ai/governance/constraints/base.py
fitz_ai/governance/constraints/feature_extractor.py
fitz_ai/governance/constraints/numerical_detector.py
fitz_ai/governance/constraints/runner.py
fitz_ai/governance/constraints/semantic.py
fitz_ai/governance/constraints/staged.py
fitz_ai/governance/constraints/plugins/__init__.py
fitz_ai/governance/constraints/plugins/answer_verification.py
fitz_ai/governance/constraints/plugins/causal_attribution.py
fitz_ai/governance/constraints/plugins/conflict_aware.py
fitz_ai/governance/constraints/plugins/insufficient_evidence.py
fitz_ai/governance/constraints/plugins/specific_info_type.py
fitz_ai/governance/data/model_v6_cascade.joblib
fitz_ai/ingestion/__init__.py
fitz_ai/ingestion/detection.py
fitz_ai/ingestion/hashing.py
fitz_ai/ingestion/chunking/__init__.py
fitz_ai/ingestion/chunking/base.py
fitz_ai/ingestion/chunking/config.py
fitz_ai/ingestion/chunking/registry.py
fitz_ai/ingestion/chunking/router.py
fitz_ai/ingestion/chunking/plugins/__init__.py
fitz_ai/ingestion/chunking/plugins/markdown.py
fitz_ai/ingestion/chunking/plugins/pdf_sections.py
fitz_ai/ingestion/chunking/plugins/python_code.py
fitz_ai/ingestion/chunking/plugins/table.py
fitz_ai/ingestion/chunking/plugins/default/__init__.py
fitz_ai/ingestion/chunking/plugins/default/recursive.py
fitz_ai/ingestion/chunking/plugins/default/simple.py
fitz_ai/ingestion/diff/__init__.py
fitz_ai/ingestion/diff/differ.py
fitz_ai/ingestion/diff/executor.py
fitz_ai/ingestion/diff/scanner.py
fitz_ai/ingestion/enrichment/__init__.py
fitz_ai/ingestion/enrichment/base.py
fitz_ai/ingestion/enrichment/bus.py
fitz_ai/ingestion/enrichment/config.py
fitz_ai/ingestion/enrichment/models.py
fitz_ai/ingestion/enrichment/pipeline.py
fitz_ai/ingestion/enrichment/registry.py
fitz_ai/ingestion/enrichment/artifacts/__init__.py
fitz_ai/ingestion/enrichment/artifacts/analyzer.py
fitz_ai/ingestion/enrichment/artifacts/base.py
fitz_ai/ingestion/enrichment/artifacts/generators.py
fitz_ai/ingestion/enrichment/artifacts/orchestrator.py
fitz_ai/ingestion/enrichment/artifacts/registry.py
fitz_ai/ingestion/enrichment/artifacts/plugins/__init__.py
fitz_ai/ingestion/enrichment/artifacts/plugins/architecture_narrative.py
fitz_ai/ingestion/enrichment/artifacts/plugins/data_model_reference.py
fitz_ai/ingestion/enrichment/artifacts/plugins/dependency_summary.py
fitz_ai/ingestion/enrichment/artifacts/plugins/interface_catalog.py
fitz_ai/ingestion/enrichment/artifacts/plugins/navigation_index.py
fitz_ai/ingestion/enrichment/hierarchy/__init__.py
fitz_ai/ingestion/enrichment/hierarchy/embedding_provider.py
fitz_ai/ingestion/enrichment/hierarchy/enricher.py
fitz_ai/ingestion/enrichment/hierarchy/grouper.py
fitz_ai/ingestion/enrichment/hierarchy/matcher.py
fitz_ai/ingestion/enrichment/hierarchy/semantic_grouper.py
fitz_ai/ingestion/enrichment/modules/__init__.py
fitz_ai/ingestion/enrichment/modules/base.py
fitz_ai/ingestion/enrichment/modules/chunk/__init__.py
fitz_ai/ingestion/enrichment/modules/chunk/entities.py
fitz_ai/ingestion/enrichment/modules/chunk/keywords.py
fitz_ai/ingestion/enrichment/modules/chunk/summary.py
fitz_ai/ingestion/enrichment/prompts/__init__.py
fitz_ai/ingestion/enrichment/prompts/chunk/__init__.py
fitz_ai/ingestion/exceptions/__init__.py
fitz_ai/ingestion/exceptions/base.py
fitz_ai/ingestion/exceptions/chunking.py
fitz_ai/ingestion/exceptions/config.py
fitz_ai/ingestion/exceptions/vector.py
fitz_ai/ingestion/parser/__init__.py
fitz_ai/ingestion/parser/base.py
fitz_ai/ingestion/parser/router.py
fitz_ai/ingestion/parser/plugins/__init__.py
fitz_ai/ingestion/parser/plugins/base_parser.py
fitz_ai/ingestion/parser/plugins/csv.py
fitz_ai/ingestion/parser/plugins/docling.py
fitz_ai/ingestion/parser/plugins/docling_vision.py
fitz_ai/ingestion/parser/plugins/lightweight.py
fitz_ai/ingestion/parser/plugins/plaintext.py
fitz_ai/ingestion/pipeline/__init__.py
fitz_ai/ingestion/source/__init__.py
fitz_ai/ingestion/source/base.py
fitz_ai/ingestion/source/plugins/__init__.py
fitz_ai/ingestion/source/plugins/filesystem.py
fitz_ai/ingestion/state/__init__.py
fitz_ai/ingestion/state/manager.py
fitz_ai/ingestion/state/schema.py
fitz_ai/ingestion/validation/__init__.py
fitz_ai/integrations/__init__.py
fitz_ai/integrations/base.py
fitz_ai/integrations/langchain/__init__.py
fitz_ai/integrations/langchain/runnable.py
fitz_ai/integrations/llamaindex/__init__.py
fitz_ai/integrations/llamaindex/query_engine.py
fitz_ai/llm/__init__.py
fitz_ai/llm/client.py
fitz_ai/llm/config.py
fitz_ai/llm/factory.py
fitz_ai/llm/transforms.py
fitz_ai/llm/types.py
fitz_ai/llm/auth/__init__.py
fitz_ai/llm/auth/api_key.py
fitz_ai/llm/auth/base.py
fitz_ai/llm/auth/certificates.py
fitz_ai/llm/auth/composite.py
fitz_ai/llm/auth/httpx_auth.py
fitz_ai/llm/auth/m2m.py
fitz_ai/llm/auth/token_provider.py
fitz_ai/llm/providers/__init__.py
fitz_ai/llm/providers/anthropic.py
fitz_ai/llm/providers/base.py
fitz_ai/llm/providers/cohere.py
fitz_ai/llm/providers/enterprise.py
fitz_ai/llm/providers/ollama.py
fitz_ai/llm/providers/openai.py
fitz_ai/logging/__init__.py
fitz_ai/logging/logger.py
fitz_ai/logging/tags.py
fitz_ai/plugin_gen/__init__.py
fitz_ai/plugin_gen/context.py
fitz_ai/plugin_gen/generator.py
fitz_ai/plugin_gen/library_context.py
fitz_ai/plugin_gen/test_inputs.py
fitz_ai/plugin_gen/types.py
fitz_ai/plugin_gen/validators.py
fitz_ai/plugin_gen/templates/__init__.py
fitz_ai/prompts/__init__.py
fitz_ai/prompts/entities.py
fitz_ai/prompts/hierarchy/__init__.py
fitz_ai/prompts/hierarchy/corpus_summary.py
fitz_ai/prompts/hierarchy/corpus_summary_epistemic.py
fitz_ai/prompts/hierarchy/group_summary.py
fitz_ai/prompts/hierarchy/group_summary_epistemic.py
fitz_ai/retrieval/__init__.py
fitz_ai/retrieval/detection/__init__.py
fitz_ai/retrieval/detection/classifier.py
fitz_ai/retrieval/detection/concept_detector.py
fitz_ai/retrieval/detection/llm_classifier.py
fitz_ai/retrieval/detection/protocol.py
fitz_ai/retrieval/detection/registry.py
fitz_ai/retrieval/detection/data/model_v1_detection.joblib
fitz_ai/retrieval/detection/detectors/__init__.py
fitz_ai/retrieval/detection/detectors/expansion.py
fitz_ai/retrieval/detection/modules/__init__.py
fitz_ai/retrieval/detection/modules/aggregation.py
fitz_ai/retrieval/detection/modules/base.py
fitz_ai/retrieval/detection/modules/comparison.py
fitz_ai/retrieval/detection/modules/freshness.py
fitz_ai/retrieval/detection/modules/rewriter.py
fitz_ai/retrieval/detection/modules/temporal.py
fitz_ai/retrieval/entity_graph/__init__.py
fitz_ai/retrieval/entity_graph/store.py
fitz_ai/retrieval/hyde/__init__.py
fitz_ai/retrieval/hyde/generator.py
fitz_ai/retrieval/rewriter/__init__.py
fitz_ai/retrieval/rewriter/rewriter.py
fitz_ai/retrieval/rewriter/types.py
fitz_ai/retrieval/sparse/__init__.py
fitz_ai/retrieval/sparse/index.py
fitz_ai/retrieval/vocabulary/__init__.py
fitz_ai/retrieval/vocabulary/detector.py
fitz_ai/retrieval/vocabulary/matcher.py
fitz_ai/retrieval/vocabulary/models.py
fitz_ai/retrieval/vocabulary/store.py
fitz_ai/retrieval/vocabulary/variations.py
fitz_ai/runtime/__init__.py
fitz_ai/runtime/registry.py
fitz_ai/runtime/runner.py
fitz_ai/sdk/__init__.py
fitz_ai/sdk/fitz.py
fitz_ai/services/__init__.py
fitz_ai/services/fitz_service.py
fitz_ai/storage/__init__.py
fitz_ai/storage/config.py
fitz_ai/storage/postgres.py
fitz_ai/structured/__init__.py
fitz_ai/structured/constants.py
fitz_ai/structured/derived.py
fitz_ai/structured/executor.py
fitz_ai/structured/formatter.py
fitz_ai/structured/ingestion.py
fitz_ai/structured/router.py
fitz_ai/structured/schema.py
fitz_ai/structured/sql_generator.py
fitz_ai/structured/types.py
fitz_ai/tabular/__init__.py
fitz_ai/tabular/direct_query.py
fitz_ai/tabular/extractor.py
fitz_ai/tabular/models.py
fitz_ai/tabular/query.py
fitz_ai/tabular/registry.py
fitz_ai/tabular/parser/__init__.py
fitz_ai/tabular/parser/csv_parser.py
fitz_ai/tabular/store/__init__.py
fitz_ai/tabular/store/base.py
fitz_ai/tabular/store/postgres.py
fitz_ai/utils/logging.py
fitz_ai/vector_db/__init__.py
fitz_ai/vector_db/base.py
fitz_ai/vector_db/custom.py
fitz_ai/vector_db/loader.py
fitz_ai/vector_db/registry.py
fitz_ai/vector_db/types.py
fitz_ai/vector_db/writer.py
fitz_ai/vector_db/plugins/pgvector.yaml
fitz_ai/vector_db/schemas/vector_db_plugin_schema.yaml